probnum | Probabilistic Numerics in Python | Machine Learning library

by probabilistic-numerics Python Version: 0.1.25 License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | probnum Summary

probnum is a Python library typically used in Artificial Intelligence, Machine Learning, Numpy applications. probnum has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install probnum' or download it from GitHub, PyPI.

Probabilistic Numerics in Python. ProbNum is a Python toolkit for solving numerical problems in linear algebra, optimization, quadrature and differential equations. ProbNum solvers not only estimate the solution of the numerical problem, but also its uncertainty (numerical error) which arises from finite computational resources, discretization and stochastic input. This numerical uncertainty can be used in downstream decisions.

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Support

probnum has a low active ecosystem.

It has 370 star(s) with 49 fork(s). There are 8 watchers for this library.

It had no major release in the last 12 months.

There are 65 open issues and 231 have been closed. On average issues are closed in 94 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of probnum is 0.1.25

Quality

probnum has 0 bugs and 0 code smells.

Security

probnum has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

probnum code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

probnum is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

probnum releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed probnum and discovered the below as its top functions. This is intended to give you an instant insight into probnum implemented functionality, and help decide if they suit your requirements.

r Solve a diffusion problem .
Proximal operator .
Solve the model .
Constructs a perturbation problem .
Generate a pendulum .
Merge two TimeSeriesRegressionProblem objects .
Calculates a Markov transition matrix .
Calculate BayesianQuadrature quadrature .
Probability sampling function .
Generate ODE regression problem .

Get all kandi verified functions for this library.

probnum Key Features

No Key Features are available at this moment for probnum.

probnum Examples and Code Snippets

No Code Snippets are available at this moment for probnum.

Community Discussions

Trending Discussions on probnum

How should I store templated functions in any container?

Oracle SQL - AVG function invalid identifier

QUESTION

How should I store templated functions in any container?

Asked 2018-Dec-01 at 11:53

I have a templated Prob class that acts as a way to organize various programming problems from different problem sets. The template is the problem number. How would I go about storing different Prob objects in a vector or map?

Here is the class declaration:

...

ANSWER

Answered 2018-Nov-29 at 22:29

Each instance of a template class constitutes a different type. Hence, containers like std::vector cannot hold Prob for different values of ProbNum. If you know at compile time the number of Prob instances you want, and the corresponding values of the template parameter int ProbNum you could store everything into a tuple. For example:

Source https://stackoverflow.com/questions/53548101

QUESTION

Oracle SQL - AVG function invalid identifier

Asked 2017-Oct-13 at 19:37

and good afternoon. Happy to post I haven't needed to post any questions in a bit and have instead started answering. Woo :)

Anyway, my problem here is that I am trying to write a subquery that pulls my vendor, their part, and how much their part is. The vendor may supply the part many times, so I want to AVERAGE the price of the part. Later, I am looking to see about any problem notices against those parts. However, I can't reference the field that I am averaging later on. What do I do?

The SQL looks as follows and is in ORACLE syntax:

...

ANSWER

Answered 2017-Oct-13 at 19:37

You should name all columns in the CTE:

Source https://stackoverflow.com/questions/46736775

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install probnum

To get started install ProbNum using pip. Alternatively, you can install the latest version from source. Note: This package is currently work in progress, therefore interfaces are subject to change.

Support

For tips on getting started and how to use this package please refer to the documentation. It contains a quickstart guide and Jupyter notebooks illustrating the basic usage of the ProbNum solvers.

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